Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 188815 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 514 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 44.7 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 30 |
|---|---|
| Categorical | 1 |
| Dataset has 514 (0.3%) duplicate rows | Duplicates |
V2 is highly overall correlated with Amount | High correlation |
V10 is highly overall correlated with Class | High correlation |
V11 is highly overall correlated with Class | High correlation |
V12 is highly overall correlated with Class | High correlation |
V14 is highly overall correlated with Class | High correlation |
V16 is highly overall correlated with Class | High correlation |
V17 is highly overall correlated with Class | High correlation |
V18 is highly overall correlated with Class | High correlation |
V21 is highly overall correlated with V22 | High correlation |
V22 is highly overall correlated with V21 | High correlation |
Amount is highly overall correlated with V2 | High correlation |
Class is highly overall correlated with V10 and 6 other fields | High correlation |
Class is highly imbalanced (98.0%) | Imbalance |
Reproduction
| Analysis started | 2024-03-05 09:01:11.381342 |
|---|---|
| Analysis finished | 2024-03-05 09:04:35.076189 |
| Duration | 3 minutes and 23.69 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Time
Real number (ℝ)
| Distinct | 85593 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67090.746 |
| Minimum | 0 |
|---|---|
| Maximum | 128142 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13922.4 |
| Q1 | 43131.5 |
| median | 64871 |
| Q3 | 84423 |
| 95-th percentile | 124046.3 |
| Maximum | 128142 |
| Range | 128142 |
| Interquartile range (IQR) | 41291.5 |
Descriptive statistics
| Standard deviation | 32315.65 |
|---|---|
| Coefficient of variation (CV) | 0.48167074 |
| Kurtosis | -0.62279434 |
| Mean | 67090.746 |
| Median Absolute Deviation (MAD) | 20808 |
| Skewness | 0.21706661 |
| Sum | 1.2667739 × 1010 |
| Variance | 1.0443012 × 109 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 64947 | 26 | < 0.1% |
| 68780 | 25 | < 0.1% |
| 3767 | 21 | < 0.1% |
| 3770 | 20 | < 0.1% |
| 3750 | 19 | < 0.1% |
| 19912 | 19 | < 0.1% |
| 73885 | 17 | < 0.1% |
| 3749 | 17 | < 0.1% |
| 3766 | 17 | < 0.1% |
| 39897 | 17 | < 0.1% |
| Other values (85583) | 188617 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 2 | 2 | |
| 4 | 1 | < 0.1% |
| 7 | 2 | |
| 9 | 1 | < 0.1% |
| 10 | 3 | |
| 11 | 1 | < 0.1% |
| 12 | 3 | |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 128142 | 2 | < 0.1% |
| 128141 | 3 | |
| 128140 | 2 | < 0.1% |
| 128139 | 3 | |
| 128138 | 5 | |
| 128136 | 3 | |
| 128135 | 3 | |
| 128133 | 2 | < 0.1% |
| 128132 | 1 | < 0.1% |
| 128131 | 2 | < 0.1% |
V1
Real number (ℝ)
| Distinct | 183240 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.12538944 |
| Minimum | -56.40751 |
|---|---|
| Maximum | 2.4392075 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 96915 |
| Negative (%) | 51.3% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -56.40751 |
|---|---|
| 5-th percentile | -2.9301845 |
| Q1 | -0.96915627 |
| median | -0.11877575 |
| Q3 | 1.2028759 |
| 95-th percentile | 2.0038579 |
| Maximum | 2.4392075 |
| Range | 58.846717 |
| Interquartile range (IQR) | 2.1720322 |
Descriptive statistics
| Standard deviation | 1.880943 |
|---|---|
| Coefficient of variation (CV) | -15.000808 |
| Kurtosis | 33.040306 |
| Mean | -0.12538944 |
| Median Absolute Deviation (MAD) | 1.2333729 |
| Skewness | -3.3900651 |
| Sum | -23675.408 |
| Variance | 3.5379464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.245673819 | 77 | < 0.1% |
| 2.055797006 | 76 | < 0.1% |
| 1.302377965 | 60 | < 0.1% |
| 1.332849312 | 45 | < 0.1% |
| 1.01841182 | 40 | < 0.1% |
| 1.335053154 | 39 | < 0.1% |
| 1.315404172 | 36 | < 0.1% |
| -0.30252069 | 36 | < 0.1% |
| 0.898614275 | 28 | < 0.1% |
| 1.311258486 | 27 | < 0.1% |
| Other values (183230) | 188351 |
| Value | Count | Frequency (%) |
| -56.40750963 | 1 | |
| -36.80231991 | 1 | |
| -36.51058317 | 1 | |
| -35.55725309 | 1 | |
| -35.27401023 | 1 | |
| -34.59121347 | 1 | |
| -34.54929609 | 1 | |
| -34.14823365 | 1 | |
| -33.40408161 | 1 | |
| -33.01717443 | 1 |
| Value | Count | Frequency (%) |
| 2.439207481 | 1 | |
| 2.430506781 | 1 | |
| 2.422507732 | 1 | |
| 2.411498619 | 1 | |
| 2.401777186 | 1 | |
| 2.399432986 | 1 | |
| 2.399240655 | 1 | |
| 2.395140979 | 1 | |
| 2.393674769 | 1 | |
| 2.390738137 | 1 |
V2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183241 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.013409414 |
| Minimum | -72.715728 |
|---|---|
| Maximum | 22.057729 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 86857 |
| Negative (%) | 46.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -72.715728 |
|---|---|
| 5-th percentile | -1.9441965 |
| Q1 | -0.5696816 |
| median | 0.087809897 |
| Q3 | 0.78796415 |
| 95-th percentile | 1.7797986 |
| Maximum | 22.057729 |
| Range | 94.773457 |
| Interquartile range (IQR) | 1.3576457 |
Descriptive statistics
| Standard deviation | 1.6181817 |
|---|---|
| Coefficient of variation (CV) | 120.67504 |
| Kurtosis | 103.64022 |
| Mean | 0.013409414 |
| Median Absolute Deviation (MAD) | 0.67896033 |
| Skewness | -4.5006302 |
| Sum | 2531.8986 |
| Variance | 2.618512 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.16697502 | 77 | < 0.1% |
| -0.326667773 | 76 | < 0.1% |
| -0.606529308 | 60 | < 0.1% |
| 0.389198249 | 45 | < 0.1% |
| 1.036663009 | 40 | < 0.1% |
| 0.331464026 | 39 | < 0.1% |
| 0.447473606 | 36 | < 0.1% |
| -0.033577086 | 36 | < 0.1% |
| 0.033896193 | 28 | < 0.1% |
| 0.07502777 | 27 | < 0.1% |
| Other values (183231) | 188351 |
| Value | Count | Frequency (%) |
| -72.71572756 | 1 | |
| -63.34469832 | 1 | |
| -60.46461766 | 1 | |
| -44.63924472 | 1 | |
| -42.17268752 | 1 | |
| -40.97885223 | 1 | |
| -40.93804844 | 1 | |
| -39.81831012 | 1 | |
| -38.69433762 | 1 | |
| -38.43681729 | 1 |
| Value | Count | Frequency (%) |
| 22.05772899 | 1 | < 0.1% |
| 21.46720299 | 1 | < 0.1% |
| 19.16723901 | 1 | < 0.1% |
| 18.90245284 | 1 | < 0.1% |
| 18.18362646 | 1 | < 0.1% |
| 17.93055045 | 1 | < 0.1% |
| 17.41864877 | 1 | < 0.1% |
| 16.71338924 | 1 | < 0.1% |
| 16.69783169 | 1 | < 0.1% |
| 16.4974719 | 4 |
V3
Real number (ℝ)
| Distinct | 183239 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37901124 |
| Minimum | -33.680984 |
|---|---|
| Maximum | 9.3825584 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 58548 |
| Negative (%) | 31.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -33.680984 |
|---|---|
| 5-th percentile | -1.8979087 |
| Q1 | -0.23899756 |
| median | 0.53950941 |
| Q3 | 1.2511498 |
| 95-th percentile | 2.2105346 |
| Maximum | 9.3825584 |
| Range | 43.063542 |
| Interquartile range (IQR) | 1.4901473 |
Descriptive statistics
| Standard deviation | 1.4296952 |
|---|---|
| Coefficient of variation (CV) | 3.772171 |
| Kurtosis | 43.352806 |
| Mean | 0.37901124 |
| Median Absolute Deviation (MAD) | 0.73709215 |
| Skewness | -3.4049309 |
| Sum | 71563.008 |
| Variance | 2.0440284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.488305743 | 77 | < 0.1% |
| -2.752040956 | 76 | < 0.1% |
| -0.681986193 | 60 | < 0.1% |
| -2.165596605 | 45 | < 0.1% |
| -1.689813707 | 40 | < 0.1% |
| -2.057762777 | 39 | < 0.1% |
| -0.495757488 | 36 | < 0.1% |
| -1.089984306 | 36 | < 0.1% |
| -0.083297005 | 28 | < 0.1% |
| -1.292832404 | 27 | < 0.1% |
| Other values (183229) | 188351 |
| Value | Count | Frequency (%) |
| -33.68098402 | 1 | < 0.1% |
| -32.96534576 | 1 | < 0.1% |
| -32.45419819 | 1 | < 0.1% |
| -31.81358595 | 1 | < 0.1% |
| -31.10368482 | 1 | < 0.1% |
| -30.55869682 | 1 | < 0.1% |
| -30.17731746 | 4 | |
| -30.01371249 | 1 | < 0.1% |
| -29.46873209 | 1 | < 0.1% |
| -28.92375595 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.382558433 | 1 | |
| 4.22610848 | 1 | |
| 4.187810599 | 1 | |
| 4.101716178 | 1 | |
| 4.079167812 | 1 | |
| 4.069864781 | 1 | |
| 4.040465001 | 1 | |
| 4.029428319 | 1 | |
| 4.017561418 | 1 | |
| 3.985446047 | 1 |
V4
Real number (ℝ)
| Distinct | 183237 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.087903494 |
| Minimum | -5.6831712 |
|---|---|
| Maximum | 16.875344 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 88671 |
| Negative (%) | 47.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -5.6831712 |
|---|---|
| 5-th percentile | -2.12507 |
| Q1 | -0.77846641 |
| median | 0.090379927 |
| Q3 | 0.90462164 |
| 95-th percentile | 2.5206276 |
| Maximum | 16.875344 |
| Range | 22.558515 |
| Interquartile range (IQR) | 1.683088 |
Descriptive statistics
| Standard deviation | 1.3909554 |
|---|---|
| Coefficient of variation (CV) | 15.823664 |
| Kurtosis | 2.514859 |
| Mean | 0.087903494 |
| Median Absolute Deviation (MAD) | 0.84365926 |
| Skewness | 0.51174669 |
| Sum | 16597.498 |
| Variance | 1.9347568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.635321921 | 77 | < 0.1% |
| -0.842316033 | 76 | < 0.1% |
| -1.904603396 | 60 | < 0.1% |
| -0.306872624 | 45 | < 0.1% |
| 1.315475833 | 40 | < 0.1% |
| -0.346175355 | 39 | < 0.1% |
| -3.214799282 | 36 | < 0.1% |
| -0.557087388 | 36 | < 0.1% |
| 1.256326169 | 28 | < 0.1% |
| -0.483154333 | 27 | < 0.1% |
| Other values (183227) | 188351 |
| Value | Count | Frequency (%) |
| -5.683171198 | 1 | |
| -5.600607141 | 1 | |
| -5.519697123 | 1 | |
| -5.416315392 | 1 | |
| -5.40167758 | 1 | |
| -5.26306793 | 1 | |
| -5.175916507 | 1 | |
| -5.172594539 | 1 | |
| -4.934327998 | 1 | |
| -4.897346582 | 1 |
| Value | Count | Frequency (%) |
| 16.87534403 | 1 | |
| 16.71553737 | 1 | |
| 16.49121717 | 1 | |
| 13.1436681 | 1 | |
| 12.69954199 | 1 | |
| 12.11467184 | 1 | |
| 11.92751187 | 1 | |
| 11.90616991 | 1 | |
| 11.88531289 | 1 | |
| 11.86486808 | 1 |
V5
Real number (ℝ)
| Distinct | 183239 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1344901 |
| Minimum | -42.147898 |
|---|---|
| Maximum | 34.801666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 110560 |
| Negative (%) | 58.6% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -42.147898 |
|---|---|
| 5-th percentile | -1.7774453 |
| Q1 | -0.79998016 |
| median | -0.18991495 |
| Q3 | 0.43344333 |
| 95-th percentile | 1.9873606 |
| Maximum | 34.801666 |
| Range | 76.949564 |
| Interquartile range (IQR) | 1.2334235 |
Descriptive statistics
| Standard deviation | 1.3566876 |
|---|---|
| Coefficient of variation (CV) | -10.087639 |
| Kurtosis | 48.535714 |
| Mean | -0.1344901 |
| Median Absolute Deviation (MAD) | 0.6163773 |
| Skewness | -0.61700202 |
| Sum | -25393.748 |
| Variance | 1.8406013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.562776681 | 77 | < 0.1% |
| 2.46307226 | 76 | < 0.1% |
| 1.326623107 | 60 | < 0.1% |
| 2.641351251 | 45 | < 0.1% |
| 1.698436056 | 40 | < 0.1% |
| 2.583233822 | 39 | < 0.1% |
| 2.705041053 | 36 | < 0.1% |
| 2.0299312 | 36 | < 0.1% |
| 0.554091348 | 28 | < 0.1% |
| 2.139256911 | 27 | < 0.1% |
| Other values (183229) | 188351 |
| Value | Count | Frequency (%) |
| -42.14789837 | 1 | |
| -32.092129 | 1 | |
| -31.3567501 | 1 | |
| -28.81557695 | 1 | |
| -27.75296366 | 1 | |
| -25.79113233 | 1 | |
| -25.77280025 | 1 | |
| -25.0258199 | 1 | |
| -23.66972569 | 1 | |
| -23.6118649 | 1 |
| Value | Count | Frequency (%) |
| 34.80166588 | 1 | |
| 34.09930934 | 1 | |
| 32.9114617 | 1 | |
| 31.45704605 | 1 | |
| 28.76267129 | 1 | |
| 24.65596469 | 1 | |
| 24.36353177 | 1 | |
| 23.58980353 | 1 | |
| 23.04624151 | 1 | |
| 20.89923793 | 1 |
V6
Real number (ℝ)
| Distinct | 183237 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.051654937 |
| Minimum | -26.160506 |
|---|---|
| Maximum | 22.529298 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 112702 |
| Negative (%) | 59.7% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -26.160506 |
|---|---|
| 5-th percentile | -1.3304297 |
| Q1 | -0.70295009 |
| median | -0.21294911 |
| Q3 | 0.44649642 |
| 95-th percentile | 3.1815639 |
| Maximum | 22.529298 |
| Range | 48.689804 |
| Interquartile range (IQR) | 1.1494465 |
Descriptive statistics
| Standard deviation | 1.306851 |
|---|---|
| Coefficient of variation (CV) | 25.299635 |
| Kurtosis | 11.038185 |
| Mean | 0.051654937 |
| Median Absolute Deviation (MAD) | 0.55087965 |
| Skewness | 1.2395634 |
| Sum | 9753.2269 |
| Variance | 1.7078596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.011072616 | 77 | < 0.1% |
| 3.173856423 | 76 | < 0.1% |
| 3.436312447 | 60 | < 0.1% |
| 2.808083764 | 45 | < 0.1% |
| 0.528806549 | 40 | < 0.1% |
| 2.854101997 | 39 | < 0.1% |
| 3.268129626 | 36 | < 0.1% |
| 2.762439585 | 36 | < 0.1% |
| 0.702342333 | 28 | < 0.1% |
| 3.181563924 | 27 | < 0.1% |
| Other values (183227) | 188351 |
| Value | Count | Frequency (%) |
| -26.16050594 | 1 | |
| -23.49671393 | 1 | |
| -21.92931229 | 1 | |
| -21.24875162 | 1 | |
| -19.99634854 | 1 | |
| -17.57483526 | 1 | |
| -17.11859179 | 1 | |
| -16.6715885 | 1 | |
| -16.10717824 | 1 | |
| -16.0572549 | 1 |
| Value | Count | Frequency (%) |
| 22.52929847 | 1 | |
| 21.39306876 | 1 | |
| 21.1901941 | 1 | |
| 20.37952437 | 1 | |
| 18.07203126 | 1 | |
| 16.6140541 | 1 | |
| 16.4932271 | 1 | |
| 16.35553416 | 1 | |
| 16.24619692 | 1 | |
| 15.56882284 | 1 |
V7
Real number (ℝ)
| Distinct | 183237 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.061569057 |
| Minimum | -43.557242 |
|---|---|
| Maximum | 36.677268 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 96514 |
| Negative (%) | 51.1% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -43.557242 |
|---|---|
| 5-th percentile | -1.4114032 |
| Q1 | -0.58059236 |
| median | -0.018608308 |
| Q3 | 0.48620875 |
| 95-th percentile | 1.2896989 |
| Maximum | 36.677268 |
| Range | 80.23451 |
| Interquartile range (IQR) | 1.0668011 |
Descriptive statistics
| Standard deviation | 1.2133882 |
|---|---|
| Coefficient of variation (CV) | -19.70776 |
| Kurtosis | 107.55492 |
| Mean | -0.061569057 |
| Median Absolute Deviation (MAD) | 0.53440047 |
| Skewness | -1.9638908 |
| Sum | -11625.161 |
| Variance | 1.4723109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.014952661 | 77 | < 0.1% |
| -0.432125924 | 76 | < 0.1% |
| -1.145126827 | 60 | < 0.1% |
| -0.171626636 | 45 | < 0.1% |
| 0.331714502 | 40 | < 0.1% |
| -0.187547337 | 39 | < 0.1% |
| -0.534993827 | 36 | < 0.1% |
| 0.593846555 | 36 | < 0.1% |
| 0.155668232 | 28 | < 0.1% |
| -0.505045118 | 27 | < 0.1% |
| Other values (183227) | 188351 |
| Value | Count | Frequency (%) |
| -43.55724157 | 1 | < 0.1% |
| -41.50679608 | 1 | < 0.1% |
| -37.06031146 | 1 | < 0.1% |
| -33.23932817 | 1 | < 0.1% |
| -31.76494649 | 1 | < 0.1% |
| -31.19732855 | 4 | |
| -28.21511205 | 1 | < 0.1% |
| -28.01129291 | 1 | < 0.1% |
| -26.54814377 | 1 | < 0.1% |
| -24.41948294 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36.67726795 | 1 | |
| 34.30317686 | 1 | |
| 29.20586818 | 1 | |
| 28.50406537 | 1 | |
| 28.06982214 | 1 | |
| 26.24971724 | 1 | |
| 25.23519499 | 1 | |
| 24.95658734 | 1 | |
| 24.66452651 | 1 | |
| 24.42271565 | 1 |
V8
Real number (ℝ)
| Distinct | 183228 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.022488872 |
| Minimum | -73.216718 |
|---|---|
| Maximum | 20.007208 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 84097 |
| Negative (%) | 44.5% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -73.216718 |
|---|---|
| 5-th percentile | -0.82194611 |
| Q1 | -0.17477464 |
| median | 0.04762437 |
| Q3 | 0.34226895 |
| 95-th percentile | 1.0429241 |
| Maximum | 20.007208 |
| Range | 93.223927 |
| Interquartile range (IQR) | 0.51704358 |
Descriptive statistics
| Standard deviation | 1.2146185 |
|---|---|
| Coefficient of variation (CV) | 54.009757 |
| Kurtosis | 258.39201 |
| Mean | 0.022488872 |
| Median Absolute Deviation (MAD) | 0.24996974 |
| Skewness | -9.1686438 |
| Sum | 4246.2363 |
| Variance | 1.4752981 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.160210863 | 77 | < 0.1% |
| 0.727706201 | 76 | < 0.1% |
| 0.959147262 | 60 | < 0.1% |
| 0.683351734 | 45 | < 0.1% |
| 0.364538762 | 40 | < 0.1% |
| 0.68515377 | 39 | < 0.1% |
| 0.808250098 | 36 | < 0.1% |
| 0.556451026 | 36 | < 0.1% |
| 0.196359736 | 28 | < 0.1% |
| 0.804860255 | 27 | < 0.1% |
| Other values (183218) | 188351 |
| Value | Count | Frequency (%) |
| -73.21671846 | 1 | < 0.1% |
| -50.94336887 | 1 | < 0.1% |
| -50.68841936 | 1 | < 0.1% |
| -50.42009006 | 1 | < 0.1% |
| -41.48482251 | 1 | < 0.1% |
| -41.04426092 | 1 | < 0.1% |
| -38.98726274 | 1 | < 0.1% |
| -37.35344264 | 6 | |
| -34.53499972 | 1 | < 0.1% |
| -31.87673165 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20.00720837 | 1 | |
| 19.58777262 | 1 | |
| 19.16832739 | 1 | |
| 18.74887195 | 1 | |
| 18.70925454 | 1 | |
| 18.32940553 | 1 | |
| 18.28216761 | 1 | |
| 17.94136306 | 1 | |
| 17.90357438 | 1 | |
| 17.57371241 | 1 |
V9
Real number (ℝ)
| Distinct | 183237 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.012428113 |
| Minimum | -13.434066 |
|---|---|
| Maximum | 15.594995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 101163 |
| Negative (%) | 53.6% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -13.434066 |
|---|---|
| 5-th percentile | -1.7757621 |
| Q1 | -0.6618935 |
| median | -0.075123634 |
| Q3 | 0.63099855 |
| 95-th percentile | 1.933952 |
| Maximum | 15.594995 |
| Range | 29.029061 |
| Interquartile range (IQR) | 1.292892 |
Descriptive statistics
| Standard deviation | 1.1408999 |
|---|---|
| Coefficient of variation (CV) | 91.799929 |
| Kurtosis | 3.7877181 |
| Mean | 0.012428113 |
| Median Absolute Deviation (MAD) | 0.63982033 |
| Skewness | 0.60159455 |
| Sum | 2346.6142 |
| Variance | 1.3016526 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.170361852 | 77 | < 0.1% |
| 0.60860587 | 76 | < 0.1% |
| 1.671301564 | 60 | < 0.1% |
| -0.297962001 | 45 | < 0.1% |
| -0.711797939 | 40 | < 0.1% |
| -0.286614069 | 39 | < 0.1% |
| 0.697719596 | 36 | < 0.1% |
| -0.052724038 | 36 | < 0.1% |
| 1.160758531 | 28 | < 0.1% |
| -0.074070833 | 27 | < 0.1% |
| Other values (183227) | 188351 |
| Value | Count | Frequency (%) |
| -13.43406632 | 1 | < 0.1% |
| -13.32015469 | 1 | < 0.1% |
| -11.12662352 | 1 | < 0.1% |
| -10.84252587 | 1 | < 0.1% |
| -9.481456334 | 1 | < 0.1% |
| -9.462572605 | 4 | |
| -9.283924512 | 1 | < 0.1% |
| -8.9609217 | 1 | < 0.1% |
| -8.739670371 | 1 | < 0.1% |
| -8.630390306 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.59499461 | 1 | |
| 10.39288882 | 1 | |
| 10.37065798 | 1 | |
| 10.3484067 | 1 | |
| 10.32613305 | 1 | |
| 10.31397373 | 1 | |
| 9.272375626 | 1 | |
| 9.234623452 | 1 | |
| 9.213022586 | 1 | |
| 9.125534903 | 1 |
V10
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183232 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01648349 |
| Minimum | -24.588262 |
|---|---|
| Maximum | 23.745136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 109002 |
| Negative (%) | 57.7% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -24.588262 |
|---|---|
| 5-th percentile | -1.3389206 |
| Q1 | -0.51825878 |
| median | -0.10334481 |
| Q3 | 0.43251067 |
| 95-th percentile | 1.4929916 |
| Maximum | 23.745136 |
| Range | 48.333399 |
| Interquartile range (IQR) | 0.95076946 |
Descriptive statistics
| Standard deviation | 1.0928243 |
|---|---|
| Coefficient of variation (CV) | -66.298114 |
| Kurtosis | 39.488474 |
| Mean | -0.01648349 |
| Median Absolute Deviation (MAD) | 0.45513236 |
| Skewness | 0.73559268 |
| Sum | -3112.3301 |
| Variance | 1.1942649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.044574589 | 77 | < 0.1% |
| -0.07518617 | 76 | < 0.1% |
| -1.02294603 | 60 | < 0.1% |
| -0.6520966 | 45 | < 0.1% |
| -1.57028828 | 40 | < 0.1% |
| -0.535902735 | 39 | < 0.1% |
| -1.090180906 | 36 | < 0.1% |
| 0.001148755 | 36 | < 0.1% |
| -0.518258785 | 28 | < 0.1% |
| -0.217425556 | 27 | < 0.1% |
| Other values (183222) | 188351 |
| Value | Count | Frequency (%) |
| -24.58826244 | 1 | < 0.1% |
| -24.40318497 | 1 | < 0.1% |
| -23.22825484 | 1 | < 0.1% |
| -22.18708856 | 4 | |
| -20.94919155 | 1 | < 0.1% |
| -19.83614885 | 1 | < 0.1% |
| -18.91324333 | 1 | < 0.1% |
| -18.27116817 | 1 | < 0.1% |
| -17.14151364 | 1 | < 0.1% |
| -16.74604411 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.74513612 | 1 | |
| 15.33174156 | 1 | |
| 15.24568569 | 1 | |
| 15.2360282 | 1 | |
| 13.81175777 | 1 | |
| 13.7273472 | 1 | |
| 13.6444596 | 1 | |
| 13.56015529 | 1 | |
| 13.24943301 | 1 | |
| 13.19822576 | 1 |
V11
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183235 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14913198 |
| Minimum | -4.7974735 |
|---|---|
| Maximum | 12.018913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 88844 |
| Negative (%) | 47.1% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -4.7974735 |
|---|---|
| 5-th percentile | -1.4675685 |
| Q1 | -0.60641941 |
| median | 0.084844255 |
| Q3 | 0.93865435 |
| 95-th percentile | 1.7513718 |
| Maximum | 12.018913 |
| Range | 16.816387 |
| Interquartile range (IQR) | 1.5450738 |
Descriptive statistics
| Standard deviation | 1.0433758 |
|---|---|
| Coefficient of variation (CV) | 6.9963249 |
| Kurtosis | 2.1206792 |
| Mean | 0.14913198 |
| Median Absolute Deviation (MAD) | 0.7677723 |
| Skewness | 0.39542586 |
| Sum | 28158.355 |
| Variance | 1.0886331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.356749018 | 77 | < 0.1% |
| 0.063504458 | 76 | < 0.1% |
| -0.191422973 | 60 | < 0.1% |
| 0.418002665 | 45 | < 0.1% |
| 3.463017821 | 40 | < 0.1% |
| 0.332848418 | 39 | < 0.1% |
| -0.111087964 | 36 | < 0.1% |
| -0.02860893 | 36 | < 0.1% |
| 1.606341951 | 28 | < 0.1% |
| 0.131576213 | 27 | < 0.1% |
| Other values (183225) | 188351 |
| Value | Count | Frequency (%) |
| -4.797473465 | 1 | |
| -4.682930548 | 1 | |
| -4.568390246 | 1 | |
| -4.453852842 | 1 | |
| -4.339318655 | 1 | |
| -4.224788057 | 1 | |
| -4.110261479 | 2 | |
| -4.049894914 | 2 | |
| -4.034717859 | 2 | |
| -3.995739425 | 2 |
| Value | Count | Frequency (%) |
| 12.01891318 | 1 | |
| 11.66920474 | 1 | |
| 11.61972348 | 1 | |
| 11.27792073 | 1 | |
| 11.22847028 | 1 | |
| 11.1524906 | 1 | |
| 11.02705909 | 1 | |
| 10.85301165 | 1 | |
| 10.54526295 | 1 | |
| 10.44684681 | 1 |
V12
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183238 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.079760576 |
| Minimum | -18.683715 |
|---|---|
| Maximum | 7.8483921 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 83551 |
| Negative (%) | 44.3% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -18.683715 |
|---|---|
| 5-th percentile | -2.3169726 |
| Q1 | -0.49150082 |
| median | 0.11123347 |
| Q3 | 0.61366578 |
| 95-th percentile | 1.2556918 |
| Maximum | 7.8483921 |
| Range | 26.532107 |
| Interquartile range (IQR) | 1.1051666 |
Descriptive statistics
| Standard deviation | 1.1105756 |
|---|---|
| Coefficient of variation (CV) | -13.923866 |
| Kurtosis | 18.650207 |
| Mean | -0.079760576 |
| Median Absolute Deviation (MAD) | 0.5413778 |
| Skewness | -2.3018297 |
| Sum | -15059.993 |
| Variance | 1.2333782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.073459517 | 77 | < 0.1% |
| 0.350563573 | 76 | < 0.1% |
| 0.631027341 | 60 | < 0.1% |
| -0.322436924 | 45 | < 0.1% |
| 0.538411363 | 40 | < 0.1% |
| -0.268318739 | 39 | < 0.1% |
| 0.062652347 | 36 | < 0.1% |
| 0.073656515 | 36 | < 0.1% |
| -2.525492525 | 28 | < 0.1% |
| -0.028146149 | 27 | < 0.1% |
| Other values (183228) | 188351 |
| Value | Count | Frequency (%) |
| -18.68371463 | 1 | |
| -18.55369701 | 1 | |
| -18.43113103 | 1 | |
| -18.04759657 | 1 | |
| -17.76914346 | 1 | |
| -17.63160631 | 1 | |
| -17.22866224 | 1 | |
| -17.18291843 | 2 | |
| -17.15040525 | 1 | |
| -17.13130095 | 1 |
| Value | Count | Frequency (%) |
| 7.848392076 | 1 | |
| 4.846452409 | 1 | |
| 4.574082241 | 1 | |
| 4.472920584 | 1 | |
| 4.406338221 | 1 | |
| 4.403898555 | 1 | |
| 4.31807084 | 1 | |
| 4.317588992 | 1 | |
| 4.299511253 | 1 | |
| 4.242791466 | 1 |
V13
Real number (ℝ)
| Distinct | 183239 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.046058358 |
| Minimum | -5.7918812 |
|---|---|
| Maximum | 4.569009 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 92747 |
| Negative (%) | 49.1% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -5.7918812 |
|---|---|
| 5-th percentile | -1.6427139 |
| Q1 | -0.63735332 |
| median | 0.017657189 |
| Q3 | 0.72006097 |
| 95-th percentile | 1.7725543 |
| Maximum | 4.569009 |
| Range | 10.36089 |
| Interquartile range (IQR) | 1.3574143 |
Descriptive statistics
| Standard deviation | 1.0376146 |
|---|---|
| Coefficient of variation (CV) | 22.52826 |
| Kurtosis | 0.162812 |
| Mean | 0.046058358 |
| Median Absolute Deviation (MAD) | 0.67820413 |
| Skewness | 0.1240893 |
| Sum | 8696.5088 |
| Variance | 1.0766441 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.517759694 | 77 | < 0.1% |
| -0.141238322 | 76 | < 0.1% |
| 0.03190727 | 60 | < 0.1% |
| -0.143469155 | 45 | < 0.1% |
| -0.378095385 | 40 | < 0.1% |
| -0.127614196 | 39 | < 0.1% |
| 0.04128483 | 36 | < 0.1% |
| -0.238457031 | 36 | < 0.1% |
| 0.166046774 | 28 | < 0.1% |
| 0.01145979 | 27 | < 0.1% |
| Other values (183229) | 188351 |
| Value | Count | Frequency (%) |
| -5.791881206 | 1 | |
| -4.008639792 | 1 | |
| -3.961757536 | 1 | |
| -3.888606286 | 1 | |
| -3.881106249 | 1 | |
| -3.844973612 | 1 | |
| -3.835617838 | 1 | |
| -3.816447623 | 1 | |
| -3.808723988 | 1 | |
| -3.785719072 | 1 |
| Value | Count | Frequency (%) |
| 4.569008959 | 1 | |
| 4.469566192 | 1 | |
| 4.465413177 | 1 | |
| 4.262850926 | 1 | |
| 4.099351905 | 1 | |
| 4.044577086 | 1 | |
| 3.904562358 | 1 | |
| 3.842704447 | 1 | |
| 3.805441037 | 1 | |
| 3.794110436 | 1 |
V14
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183238 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.061198289 |
| Minimum | -19.214325 |
|---|---|
| Maximum | 10.526766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 84896 |
| Negative (%) | 45.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -19.214325 |
|---|---|
| 5-th percentile | -1.2913585 |
| Q1 | -0.35594537 |
| median | 0.08076 |
| Q3 | 0.51758674 |
| 95-th percentile | 1.5351866 |
| Maximum | 10.526766 |
| Range | 29.741092 |
| Interquartile range (IQR) | 0.87353211 |
Descriptive statistics
| Standard deviation | 0.97239409 |
|---|---|
| Coefficient of variation (CV) | 15.889237 |
| Kurtosis | 29.395862 |
| Mean | 0.061198289 |
| Median Absolute Deviation (MAD) | 0.43675129 |
| Skewness | -2.3344466 |
| Sum | 11555.155 |
| Variance | 0.94555027 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.406968934 | 77 | < 0.1% |
| 0.690971618 | 76 | < 0.1% |
| -0.031425381 | 60 | < 0.1% |
| -1.154524296 | 45 | < 0.1% |
| -3.04549518 | 40 | < 0.1% |
| -0.868299961 | 39 | < 0.1% |
| 0.215738139 | 36 | < 0.1% |
| 0.425500485 | 36 | < 0.1% |
| 2.428011871 | 28 | < 0.1% |
| -0.112921114 | 27 | < 0.1% |
| Other values (183228) | 188351 |
| Value | Count | Frequency (%) |
| -19.21432549 | 1 | |
| -18.82208674 | 1 | |
| -18.49377336 | 1 | |
| -18.3920915 | 1 | |
| -18.04999769 | 1 | |
| -17.72163835 | 1 | |
| -17.62063435 | 1 | |
| -17.47592128 | 1 | |
| -17.23020216 | 1 | |
| -16.33759594 | 1 |
| Value | Count | Frequency (%) |
| 10.52676605 | 1 | |
| 7.754598748 | 1 | |
| 7.692208544 | 1 | |
| 7.667725751 | 1 | |
| 7.518402781 | 1 | |
| 7.439565532 | 1 | |
| 7.421943853 | 1 | |
| 7.293225596 | 1 | |
| 7.234248879 | 1 | |
| 7.187926027 | 1 |
V15
Real number (ℝ)
| Distinct | 183238 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10019779 |
| Minimum | -4.4989447 |
|---|---|
| Maximum | 5.7845139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 78749 |
| Negative (%) | 41.7% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -4.4989447 |
|---|---|
| 5-th percentile | -1.6272907 |
| Q1 | -0.48956576 |
| median | 0.19911506 |
| Q3 | 0.79053563 |
| 95-th percentile | 1.4488634 |
| Maximum | 5.7845139 |
| Range | 10.283459 |
| Interquartile range (IQR) | 1.2801014 |
Descriptive statistics
| Standard deviation | 0.94685825 |
|---|---|
| Coefficient of variation (CV) | 9.4498912 |
| Kurtosis | 0.25456304 |
| Mean | 0.10019779 |
| Median Absolute Deviation (MAD) | 0.63541615 |
| Skewness | -0.48179448 |
| Sum | 18918.847 |
| Variance | 0.89654055 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.124146923 | 77 | < 0.1% |
| 1.275257039 | 76 | < 0.1% |
| 1.446626976 | 60 | < 0.1% |
| 1.157633714 | 45 | < 0.1% |
| 1.468911143 | 40 | < 0.1% |
| 1.128538982 | 39 | < 0.1% |
| 1.069355893 | 36 | < 0.1% |
| 1.24527653 | 36 | < 0.1% |
| 1.169787788 | 28 | < 0.1% |
| 1.300007138 | 27 | < 0.1% |
| Other values (183228) | 188351 |
| Value | Count | Frequency (%) |
| -4.498944677 | 1 | |
| -4.19932125 | 1 | |
| -4.196619695 | 1 | |
| -4.15253176 | 1 | |
| -4.097947131 | 1 | |
| -4.092344269 | 1 | |
| -4.025373127 | 1 | |
| -4.005558002 | 1 | |
| -3.936008084 | 1 | |
| -3.924951332 | 1 |
| Value | Count | Frequency (%) |
| 5.78451389 | 1 | |
| 4.97005728 | 1 | |
| 4.858397949 | 1 | |
| 4.824577426 | 1 | |
| 4.803688722 | 1 | |
| 4.765514439 | 1 | |
| 4.279109826 | 1 | |
| 4.198582904 | 1 | |
| 4.153005564 | 1 | |
| 4.030891231 | 1 |
V16
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183233 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0053117541 |
| Minimum | -14.129855 |
|---|---|
| Maximum | 6.0985295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 88134 |
| Negative (%) | 46.7% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -14.129855 |
|---|---|
| 5-th percentile | -1.481744 |
| Q1 | -0.47449358 |
| median | 0.063452534 |
| Q3 | 0.53036247 |
| 95-th percentile | 1.302466 |
| Maximum | 6.0985295 |
| Range | 20.228384 |
| Interquartile range (IQR) | 1.0048561 |
Descriptive statistics
| Standard deviation | 0.88572922 |
|---|---|
| Coefficient of variation (CV) | -166.74891 |
| Kurtosis | 13.491709 |
| Mean | -0.0053117541 |
| Median Absolute Deviation (MAD) | 0.50009879 |
| Skewness | -1.470802 |
| Sum | -1002.9389 |
| Variance | 0.78451626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.342469754 | 77 | < 0.1% |
| -0.371962125 | 76 | < 0.1% |
| -0.121820379 | 60 | < 0.1% |
| 0.878174918 | 45 | < 0.1% |
| -0.029741514 | 40 | < 0.1% |
| 0.786506054 | 39 | < 0.1% |
| 0.640367513 | 36 | < 0.1% |
| -0.255230525 | 36 | < 0.1% |
| -1.53234065 | 28 | < 0.1% |
| 0.812807415 | 27 | < 0.1% |
| Other values (183223) | 188351 |
| Value | Count | Frequency (%) |
| -14.12985452 | 1 | |
| -13.56327296 | 1 | |
| -13.30388758 | 1 | |
| -13.25683309 | 1 | |
| -13.25154198 | 1 | |
| -12.6752689 | 1 | |
| -12.66169572 | 2 | |
| -12.44856234 | 1 | |
| -12.43227914 | 1 | |
| -12.42796136 | 1 |
| Value | Count | Frequency (%) |
| 6.098529451 | 1 | |
| 5.477283428 | 1 | |
| 5.196516056 | 1 | |
| 5.000095887 | 1 | |
| 4.870360975 | 1 | |
| 4.816252303 | 1 | |
| 4.734321498 | 1 | |
| 4.664235675 | 1 | |
| 4.598277721 | 1 | |
| 4.594817364 | 1 |
V17
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183233 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.031511591 |
| Minimum | -25.162799 |
|---|---|
| Maximum | 9.2535263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 97940 |
| Negative (%) | 51.9% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -25.162799 |
|---|---|
| 5-th percentile | -0.95190612 |
| Q1 | -0.43324712 |
| median | -0.028216389 |
| Q3 | 0.42569374 |
| 95-th percentile | 1.280722 |
| Maximum | 9.2535263 |
| Range | 34.416326 |
| Interquartile range (IQR) | 0.85894086 |
Descriptive statistics
| Standard deviation | 0.8981625 |
|---|---|
| Coefficient of variation (CV) | 28.502608 |
| Kurtosis | 113.63412 |
| Mean | 0.031511591 |
| Median Absolute Deviation (MAD) | 0.42612084 |
| Skewness | -5.0901734 |
| Sum | 5949.861 |
| Variance | 0.80669588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.37465644 | 77 | < 0.1% |
| -0.601956803 | 76 | < 0.1% |
| -0.651405237 | 60 | < 0.1% |
| 0.53691752 | 45 | < 0.1% |
| 3.664588481 | 40 | < 0.1% |
| 0.316435261 | 39 | < 0.1% |
| -1.072084985 | 36 | < 0.1% |
| -0.910236503 | 36 | < 0.1% |
| 1.822234493 | 28 | < 0.1% |
| -0.495483473 | 27 | < 0.1% |
| Other values (183223) | 188351 |
| Value | Count | Frequency (%) |
| -25.16279937 | 1 | |
| -24.01909855 | 1 | |
| -23.81563583 | 1 | |
| -23.24159715 | 1 | |
| -22.88399858 | 1 | |
| -22.66790541 | 1 | |
| -22.60886819 | 1 | |
| -22.54165173 | 1 | |
| -21.90649322 | 1 | |
| -21.71018765 | 1 |
| Value | Count | Frequency (%) |
| 9.25352625 | 1 | |
| 9.207058535 | 1 | |
| 8.538195139 | 1 | |
| 7.893392532 | 1 | |
| 7.766636363 | 1 | |
| 7.733456284 | 1 | |
| 7.611861523 | 1 | |
| 7.573522625 | 1 | |
| 7.454784638 | 1 | |
| 7.413594144 | 1 |
V18
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183237 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.041785027 |
| Minimum | -9.4987459 |
|---|---|
| Maximum | 5.0410692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 98923 |
| Negative (%) | 52.4% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -9.4987459 |
|---|---|
| 5-th percentile | -1.4086373 |
| Q1 | -0.52281766 |
| median | -0.04364187 |
| Q3 | 0.44798599 |
| 95-th percentile | 1.3417812 |
| Maximum | 5.0410692 |
| Range | 14.539815 |
| Interquartile range (IQR) | 0.97080365 |
Descriptive statistics
| Standard deviation | 0.83848236 |
|---|---|
| Coefficient of variation (CV) | -20.066575 |
| Kurtosis | 3.4936187 |
| Mean | -0.041785027 |
| Median Absolute Deviation (MAD) | 0.48531371 |
| Skewness | -0.38783536 |
| Sum | -7889.6398 |
| Variance | 0.70305267 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.438992432 | 77 | < 0.1% |
| -0.052640146 | 76 | < 0.1% |
| 0.617970477 | 60 | < 0.1% |
| 0.712873013 | 45 | < 0.1% |
| -0.105189589 | 40 | < 0.1% |
| 0.587856253 | 39 | < 0.1% |
| -0.0686981 | 36 | < 0.1% |
| 0.485110432 | 36 | < 0.1% |
| -1.963373148 | 28 | < 0.1% |
| 0.166473112 | 27 | < 0.1% |
| Other values (183227) | 188351 |
| Value | Count | Frequency (%) |
| -9.498745921 | 1 | |
| -9.335193079 | 1 | |
| -9.287832214 | 1 | |
| -9.264608733 | 1 | |
| -9.170557219 | 1 | |
| -9.090892061 | 1 | |
| -9.042845151 | 1 | |
| -8.859451925 | 1 | |
| -8.829819766 | 1 | |
| -8.668815197 | 1 |
| Value | Count | Frequency (%) |
| 5.041069185 | 1 | |
| 4.712397566 | 1 | |
| 4.295648234 | 1 | |
| 4.243841213 | 1 | |
| 4.199591107 | 1 | |
| 4.115559919 | 1 | |
| 4.093439956 | 1 | |
| 4.071328562 | 1 | |
| 4.054462468 | 1 | |
| 4.049234306 | 1 |
V19
Real number (ℝ)
| Distinct | 183236 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01498017 |
| Minimum | -7.2135274 |
|---|---|
| Maximum | 5.2283418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 96040 |
| Negative (%) | 50.9% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -7.2135274 |
|---|---|
| 5-th percentile | -1.3702121 |
| Q1 | -0.49277931 |
| median | -0.015916567 |
| Q3 | 0.46992773 |
| 95-th percentile | 1.2886492 |
| Maximum | 5.2283418 |
| Range | 12.441869 |
| Interquartile range (IQR) | 0.96270704 |
Descriptive statistics
| Standard deviation | 0.81718903 |
|---|---|
| Coefficient of variation (CV) | -54.551386 |
| Kurtosis | 1.3375291 |
| Mean | -0.01498017 |
| Median Absolute Deviation (MAD) | 0.48126976 |
| Skewness | 0.010952857 |
| Sum | -2828.4808 |
| Variance | 0.66779792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.116090785 | 77 | < 0.1% |
| -0.330590448 | 76 | < 0.1% |
| 0.927600045 | 60 | < 0.1% |
| 0.006773555 | 45 | < 0.1% |
| -2.097944321 | 40 | < 0.1% |
| 0.049350083 | 39 | < 0.1% |
| 0.255267674 | 36 | < 0.1% |
| 0.271314885 | 36 | < 0.1% |
| -2.149184768 | 28 | < 0.1% |
| 0.175176224 | 27 | < 0.1% |
| Other values (183226) | 188351 |
| Value | Count | Frequency (%) |
| -7.21352743 | 1 | |
| -6.938297318 | 1 | |
| -4.932733055 | 1 | |
| -4.676092279 | 1 | |
| -4.619034342 | 1 | |
| -4.575940864 | 1 | |
| -4.539839957 | 1 | |
| -4.42194397 | 1 | |
| -4.392420909 | 1 | |
| -4.384828428 | 1 |
| Value | Count | Frequency (%) |
| 5.22834179 | 1 | |
| 4.891062441 | 1 | |
| 4.851255137 | 1 | |
| 4.801122553 | 1 | |
| 4.727189814 | 1 | |
| 4.703263246 | 1 | |
| 4.60600657 | 1 | |
| 4.604726401 | 1 | |
| 4.555359379 | 1 | |
| 4.547377826 | 1 |
V20
Real number (ℝ)
| Distinct | 183225 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.023934154 |
| Minimum | -22.838548 |
|---|---|
| Maximum | 39.420904 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 106474 |
| Negative (%) | 56.4% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -22.838548 |
|---|---|
| 5-th percentile | -0.52953255 |
| Q1 | -0.18995558 |
| median | -0.041282501 |
| Q3 | 0.15223571 |
| 95-th percentile | 0.85354838 |
| Maximum | 39.420904 |
| Range | 62.259453 |
| Interquartile range (IQR) | 0.34219129 |
Descriptive statistics
| Standard deviation | 0.74227508 |
|---|---|
| Coefficient of variation (CV) | 31.013216 |
| Kurtosis | 196.57632 |
| Mean | 0.023934154 |
| Median Absolute Deviation (MAD) | 0.16778968 |
| Skewness | 1.1334564 |
| Sum | 4519.1272 |
| Variance | 0.5509723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.132079724 | 77 | < 0.1% |
| -0.180370119 | 76 | < 0.1% |
| 0.005756655 | 60 | < 0.1% |
| 0.053607119 | 45 | < 0.1% |
| -0.167555416 | 40 | < 0.1% |
| 0.045217441 | 39 | < 0.1% |
| 0.016952154 | 36 | < 0.1% |
| 0.156089011 | 36 | < 0.1% |
| -0.252496771 | 28 | < 0.1% |
| 0.032734124 | 27 | < 0.1% |
| Other values (183215) | 188351 |
| Value | Count | Frequency (%) |
| -22.8385483 | 1 | |
| -21.02827171 | 1 | |
| -21.02481709 | 1 | |
| -20.52209351 | 1 | |
| -19.90261079 | 1 | |
| -19.35181491 | 1 | |
| -18.75706018 | 1 | |
| -18.65116192 | 1 | |
| -18.29230797 | 1 | |
| -18.26547981 | 1 |
| Value | Count | Frequency (%) |
| 39.42090425 | 1 | |
| 38.11720913 | 1 | |
| 26.23739079 | 1 | |
| 24.13389419 | 1 | |
| 23.64909457 | 1 | |
| 17.2818589 | 1 | |
| 17.14105236 | 1 | |
| 16.75644793 | 1 | |
| 16.17853495 | 1 | |
| 15.81505134 | 1 |
V21
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183227 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.018289111 |
| Minimum | -34.830382 |
|---|---|
| Maximum | 27.202839 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 107750 |
| Negative (%) | 57.1% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -34.830382 |
|---|---|
| 5-th percentile | -0.51055651 |
| Q1 | -0.22812906 |
| median | -0.046755184 |
| Q3 | 0.14376977 |
| 95-th percentile | 0.51389731 |
| Maximum | 27.202839 |
| Range | 62.033221 |
| Interquartile range (IQR) | 0.37189883 |
Descriptive statistics
| Standard deviation | 0.74042459 |
|---|---|
| Coefficient of variation (CV) | -40.48445 |
| Kurtosis | 240.57167 |
| Mean | -0.018289111 |
| Median Absolute Deviation (MAD) | 0.18521024 |
| Skewness | 3.7974741 |
| Sum | -3453.2585 |
| Variance | 0.54822858 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.262580846 | 77 | < 0.1% |
| 0.269764951 | 76 | < 0.1% |
| -0.064208281 | 60 | < 0.1% |
| -0.207432404 | 45 | < 0.1% |
| -0.040237593 | 40 | < 0.1% |
| -0.191819983 | 39 | < 0.1% |
| -0.313307445 | 36 | < 0.1% |
| 0.007342803 | 36 | < 0.1% |
| 0.031510778 | 28 | < 0.1% |
| -0.342676245 | 27 | < 0.1% |
| Other values (183217) | 188351 |
| Value | Count | Frequency (%) |
| -34.83038214 | 1 | |
| -22.88934704 | 1 | |
| -22.79760391 | 1 | |
| -22.75753986 | 1 | |
| -22.6656846 | 1 | |
| -21.45373628 | 1 | |
| -20.26205434 | 1 | |
| -16.92201578 | 1 | |
| -16.17038583 | 1 | |
| -15.79014164 | 1 |
| Value | Count | Frequency (%) |
| 27.20283916 | 6 | |
| 22.61488937 | 1 | < 0.1% |
| 22.59954336 | 1 | < 0.1% |
| 22.58898947 | 1 | < 0.1% |
| 22.58067527 | 1 | < 0.1% |
| 22.57971423 | 1 | < 0.1% |
| 22.56568024 | 1 | < 0.1% |
| 21.89972377 | 1 | < 0.1% |
| 19.33082993 | 1 | < 0.1% |
| 19.32506334 | 1 | < 0.1% |
V22
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 183234 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.059903796 |
| Minimum | -10.933144 |
|---|---|
| Maximum | 10.50309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 99662 |
| Negative (%) | 52.8% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -10.933144 |
|---|---|
| 5-th percentile | -1.0927526 |
| Q1 | -0.54081341 |
| median | -0.045777047 |
| Q3 | 0.40297539 |
| 95-th percentile | 1.0146108 |
| Maximum | 10.50309 |
| Range | 21.436234 |
| Interquartile range (IQR) | 0.9437888 |
Descriptive statistics
| Standard deviation | 0.68369598 |
|---|---|
| Coefficient of variation (CV) | -11.413233 |
| Kurtosis | 4.5846278 |
| Mean | -0.059903796 |
| Median Absolute Deviation (MAD) | 0.47286802 |
| Skewness | -0.30409437 |
| Sum | -11310.735 |
| Variance | 0.4674402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.816263763 | 77 | < 0.1% |
| 0.844626647 | 76 | < 0.1% |
| -0.080587077 | 60 | < 0.1% |
| -0.692416684 | 45 | < 0.1% |
| 0.096171574 | 40 | < 0.1% |
| -0.650117796 | 39 | < 0.1% |
| 0.250885695 | 36 | < 0.1% |
| -1.068934378 | 36 | < 0.1% |
| 0.278743283 | 28 | < 0.1% |
| -1.148503557 | 27 | < 0.1% |
| Other values (183224) | 188351 |
| Value | Count | Frequency (%) |
| -10.9331437 | 1 | < 0.1% |
| -9.499422964 | 1 | < 0.1% |
| -8.887017141 | 6 | |
| -8.593641565 | 1 | < 0.1% |
| -8.55580793 | 1 | < 0.1% |
| -8.527144872 | 1 | < 0.1% |
| -8.483441127 | 1 | < 0.1% |
| -8.454599243 | 1 | < 0.1% |
| -8.420245605 | 1 | < 0.1% |
| -8.245481399 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.50309009 | 1 | |
| 8.361985192 | 1 | |
| 8.316275439 | 1 | |
| 7.357255162 | 1 | |
| 7.248762607 | 1 | |
| 7.220157654 | 1 | |
| 5.805795145 | 1 | |
| 5.774087269 | 1 | |
| 5.703684008 | 1 | |
| 4.80434418 | 1 |
V23
Real number (ℝ)
| Distinct | 183216 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.018082615 |
| Minimum | -44.807735 |
|---|---|
| Maximum | 19.002942 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 106507 |
| Negative (%) | 56.4% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -44.807735 |
|---|---|
| 5-th percentile | -0.45557553 |
| Q1 | -0.16915872 |
| median | -0.03129918 |
| Q3 | 0.10958695 |
| 95-th percentile | 0.47074091 |
| Maximum | 19.002942 |
| Range | 63.810677 |
| Interquartile range (IQR) | 0.27874567 |
Descriptive statistics
| Standard deviation | 0.60388596 |
|---|---|
| Coefficient of variation (CV) | -33.395941 |
| Kurtosis | 431.80064 |
| Mean | -0.018082615 |
| Median Absolute Deviation (MAD) | 0.13922997 |
| Skewness | -5.6875801 |
| Sum | -3414.269 |
| Variance | 0.36467825 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.140304302 | 77 | < 0.1% |
| 0.020674668 | 76 | < 0.1% |
| -0.072991079 | 60 | < 0.1% |
| -0.118597512 | 45 | < 0.1% |
| -0.09254897 | 40 | < 0.1% |
| -0.114069464 | 39 | < 0.1% |
| 0.103796606 | 36 | < 0.1% |
| -0.331599689 | 36 | < 0.1% |
| -0.027336787 | 28 | < 0.1% |
| 0.095278816 | 27 | < 0.1% |
| Other values (183206) | 188351 |
| Value | Count | Frequency (%) |
| -44.8077352 | 1 | |
| -27.21543637 | 1 | |
| -26.75111866 | 1 | |
| -26.42974136 | 1 | |
| -25.35674425 | 1 | |
| -22.57500044 | 1 | |
| -22.4591702 | 1 | |
| -20.79442223 | 1 | |
| -19.93502514 | 1 | |
| -19.25432762 | 1 |
| Value | Count | Frequency (%) |
| 19.00294182 | 1 | |
| 18.94673404 | 1 | |
| 18.36447227 | 1 | |
| 17.7684618 | 1 | |
| 17.29784508 | 1 | |
| 15.87942136 | 1 | |
| 15.62606698 | 1 | |
| 15.42635142 | 1 | |
| 13.94456738 | 1 | |
| 13.87622086 | 1 |
V24
Real number (ℝ)
| Distinct | 183235 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0059486594 |
| Minimum | -2.8366269 |
|---|---|
| Maximum | 4.0228659 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 81861 |
| Negative (%) | 43.4% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -2.8366269 |
|---|---|
| 5-th percentile | -1.1584656 |
| Q1 | -0.33856716 |
| median | 0.054937129 |
| Q3 | 0.41992881 |
| 95-th percentile | 0.93688024 |
| Maximum | 4.0228659 |
| Range | 6.8594928 |
| Interquartile range (IQR) | 0.75849597 |
Descriptive statistics
| Standard deviation | 0.6021859 |
|---|---|
| Coefficient of variation (CV) | 101.23052 |
| Kurtosis | 0.67795698 |
| Mean | 0.0059486594 |
| Median Absolute Deviation (MAD) | 0.37595897 |
| Skewness | -0.57068828 |
| Sum | 1123.1961 |
| Variance | 0.36262786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.357827249 | 77 | < 0.1% |
| 0.726211884 | 76 | < 0.1% |
| 1.01813597 | 60 | < 0.1% |
| 0.891479668 | 45 | < 0.1% |
| -1.345663706 | 40 | < 0.1% |
| 0.9159356 | 39 | < 0.1% |
| 0.992125715 | 36 | < 0.1% |
| 1.00995228 | 36 | < 0.1% |
| -0.708803343 | 28 | < 0.1% |
| 0.946121234 | 27 | < 0.1% |
| Other values (183225) | 188351 |
| Value | Count | Frequency (%) |
| -2.836626919 | 1 | |
| -2.824848903 | 1 | |
| -2.822683592 | 1 | |
| -2.822383969 | 1 | |
| -2.814897636 | 1 | |
| -2.807896962 | 1 | |
| -2.790479323 | 1 | |
| -2.78961381 | 1 | |
| -2.776600389 | 1 | |
| -2.766637615 | 1 |
| Value | Count | Frequency (%) |
| 4.02286589 | 1 | |
| 4.016341817 | 1 | |
| 4.014444385 | 1 | |
| 3.998293678 | 1 | |
| 3.99064595 | 1 | |
| 3.979636646 | 1 | |
| 3.962197343 | 1 | |
| 3.957012821 | 1 | |
| 3.951679291 | 1 | |
| 3.949245349 | 1 |
V25
Real number (ℝ)
| Distinct | 183233 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.071551259 |
| Minimum | -10.295397 |
|---|---|
| Maximum | 7.5195887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 77640 |
| Negative (%) | 41.1% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -10.295397 |
|---|---|
| 5-th percentile | -0.72168915 |
| Q1 | -0.22593478 |
| median | 0.11540799 |
| Q3 | 0.38949873 |
| 95-th percentile | 0.7560879 |
| Maximum | 7.5195887 |
| Range | 17.814986 |
| Interquartile range (IQR) | 0.61543351 |
Descriptive statistics
| Standard deviation | 0.48211523 |
|---|---|
| Coefficient of variation (CV) | 6.7380399 |
| Kurtosis | 5.3296547 |
| Mean | 0.071551259 |
| Median Absolute Deviation (MAD) | 0.30558057 |
| Skewness | -0.5616662 |
| Sum | 13509.951 |
| Variance | 0.2324351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.186422946 | 77 | < 0.1% |
| 0.366624307 | 76 | < 0.1% |
| 0.663574772 | 60 | < 0.1% |
| 0.730240364 | 45 | < 0.1% |
| 0.510304957 | 40 | < 0.1% |
| 0.73007304 | 39 | < 0.1% |
| 0.36939816 | 36 | < 0.1% |
| 0.23373018 | 36 | < 0.1% |
| 0.393031705 | 28 | < 0.1% |
| 0.369712917 | 27 | < 0.1% |
| Other values (183223) | 188351 |
| Value | Count | Frequency (%) |
| -10.29539707 | 1 | |
| -7.495741104 | 1 | |
| -7.081325346 | 1 | |
| -7.025783182 | 1 | |
| -6.035054268 | 1 | |
| -5.7852551 | 1 | |
| -5.785209207 | 1 | |
| -4.848150814 | 1 | |
| -4.781605522 | 1 | |
| -4.56450618 | 1 |
| Value | Count | Frequency (%) |
| 7.519588679 | 1 | |
| 5.541597595 | 1 | |
| 5.525092704 | 1 | |
| 5.521139565 | 1 | |
| 5.473885357 | 1 | |
| 5.376594958 | 1 | |
| 4.881207473 | 1 | |
| 4.828096825 | 1 | |
| 4.513680845 | 1 | |
| 4.032571644 | 1 |
V26
Real number (ℝ)
| Distinct | 183238 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0083929961 |
| Minimum | -2.6045506 |
|---|---|
| Maximum | 3.5173456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 102005 |
| Negative (%) | 54.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -2.6045506 |
|---|---|
| 5-th percentile | -0.67991132 |
| Q1 | -0.3311508 |
| median | -0.060349067 |
| Q3 | 0.26573126 |
| 95-th percentile | 0.97109142 |
| Maximum | 3.5173456 |
| Range | 6.1218962 |
| Interquartile range (IQR) | 0.59688206 |
Descriptive statistics
| Standard deviation | 0.48939055 |
|---|---|
| Coefficient of variation (CV) | 58.309398 |
| Kurtosis | 0.49304618 |
| Mean | 0.0083929961 |
| Median Absolute Deviation (MAD) | 0.28590054 |
| Skewness | 0.63181593 |
| Sum | 1584.7236 |
| Variance | 0.23950311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.096544471 | 77 | < 0.1% |
| -0.398827515 | 76 | < 0.1% |
| -0.671322844 | 60 | < 0.1% |
| 0.384013446 | 45 | < 0.1% |
| -0.182673523 | 40 | < 0.1% |
| 0.383879418 | 39 | < 0.1% |
| -0.824470557 | 36 | < 0.1% |
| 0.110373549 | 36 | < 0.1% |
| -0.231544653 | 28 | < 0.1% |
| 0.110625671 | 27 | < 0.1% |
| Other values (183228) | 188351 |
| Value | Count | Frequency (%) |
| -2.604550553 | 1 | |
| -2.534329721 | 1 | |
| -2.24162029 | 1 | |
| -2.068560869 | 1 | |
| -1.732917021 | 1 | |
| -1.697017508 | 1 | |
| -1.658161935 | 1 | |
| -1.653193178 | 1 | |
| -1.603645408 | 1 | |
| -1.601741779 | 1 |
| Value | Count | Frequency (%) |
| 3.517345612 | 1 | |
| 3.463245654 | 1 | |
| 3.220178375 | 1 | |
| 3.155327473 | 1 | |
| 3.122747439 | 1 | |
| 3.119294529 | 1 | |
| 3.118588477 | 1 | |
| 3.116200102 | 1 | |
| 3.087444274 | 1 | |
| 3.080587917 | 1 |
V27
Real number (ℝ)
| Distinct | 183214 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0017319495 |
| Minimum | -22.565679 |
|---|---|
| Maximum | 12.152401 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 89660 |
| Negative (%) | 47.5% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -22.565679 |
|---|---|
| 5-th percentile | -0.41174303 |
| Q1 | -0.066710038 |
| median | 0.006914027 |
| Q3 | 0.089242366 |
| 95-th percentile | 0.37935776 |
| Maximum | 12.152401 |
| Range | 34.71808 |
| Interquartile range (IQR) | 0.1559524 |
Descriptive statistics
| Standard deviation | 0.39250489 |
|---|---|
| Coefficient of variation (CV) | 226.62605 |
| Kurtosis | 136.71057 |
| Mean | 0.0017319495 |
| Median Absolute Deviation (MAD) | 0.077218888 |
| Skewness | -2.8863911 |
| Sum | 327.01805 |
| Variance | 0.15406009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.035866315 | 77 | < 0.1% |
| 0.027735122 | 76 | < 0.1% |
| 0.096800945 | 60 | < 0.1% |
| -0.028465272 | 45 | < 0.1% |
| 0.107058302 | 40 | < 0.1% |
| -0.031902304 | 39 | < 0.1% |
| -0.028302066 | 36 | < 0.1% |
| 0.241305213 | 36 | < 0.1% |
| 0.011632995 | 28 | < 0.1% |
| -0.021836606 | 27 | < 0.1% |
| Other values (183204) | 188351 |
| Value | Count | Frequency (%) |
| -22.56567932 | 1 | |
| -9.390979796 | 1 | |
| -8.703067823 | 1 | |
| -8.567637738 | 1 | |
| -8.358316638 | 1 | |
| -8.260908861 | 1 | |
| -7.976099818 | 1 | |
| -7.689003812 | 1 | |
| -7.463187581 | 1 | |
| -7.418877786 | 1 |
| Value | Count | Frequency (%) |
| 12.15240111 | 1 | |
| 11.13573984 | 1 | |
| 10.50788435 | 1 | |
| 9.879903026 | 1 | |
| 9.200882567 | 1 | |
| 8.70897234 | 1 | |
| 8.254375597 | 1 | |
| 8.088549485 | 1 | |
| 7.994762038 | 1 | |
| 6.943659026 | 1 |
V28
Real number (ℝ)
| Distinct | 183186 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002210218 |
| Minimum | -11.710896 |
|---|---|
| Maximum | 33.847808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 66799 |
| Negative (%) | 35.4% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | -11.710896 |
|---|---|
| 5-th percentile | -0.32693435 |
| Q1 | -0.037946476 |
| median | 0.019386839 |
| Q3 | 0.078156087 |
| 95-th percentile | 0.23835887 |
| Maximum | 33.847808 |
| Range | 45.558703 |
| Interquartile range (IQR) | 0.11610256 |
Descriptive statistics
| Standard deviation | 0.30992828 |
|---|---|
| Coefficient of variation (CV) | 140.22521 |
| Kurtosis | 1143.3791 |
| Mean | 0.002210218 |
| Median Absolute Deviation (MAD) | 0.057982042 |
| Skewness | 9.5162272 |
| Sum | 417.32231 |
| Variance | 0.096055536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.018494573 | 77 | < 0.1% |
| -0.060282151 | 76 | < 0.1% |
| 0.028696878 | 60 | < 0.1% |
| 0.036123309 | 45 | < 0.1% |
| 0.071818003 | 40 | < 0.1% |
| 0.029849341 | 39 | < 0.1% |
| 0.011836307 | 36 | < 0.1% |
| -0.020358638 | 36 | < 0.1% |
| 0.005579101 | 28 | < 0.1% |
| 0.023638378 | 27 | < 0.1% |
| Other values (183176) | 188351 |
| Value | Count | Frequency (%) |
| -11.71089564 | 1 | |
| -9.617915452 | 1 | |
| -8.478685643 | 1 | |
| -8.424041001 | 1 | |
| -8.364853332 | 1 | |
| -8.33812262 | 1 | |
| -8.314028993 | 1 | |
| -8.310166727 | 1 | |
| -8.307955487 | 1 | |
| -8.295258133 | 1 |
| Value | Count | Frequency (%) |
| 33.84780782 | 1 | |
| 22.62007222 | 1 | |
| 16.12960914 | 1 | |
| 15.86672079 | 1 | |
| 15.37494933 | 1 | |
| 9.876370854 | 1 | |
| 9.718743202 | 1 | |
| 8.310664405 | 1 | |
| 7.546797377 | 1 | |
| 7.512250308 | 1 |
Amount
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 26749 |
|---|---|
| Distinct (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.087474 |
| Minimum | 0 |
|---|---|
| Maximum | 19656.53 |
| Zeros | 1289 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.99 |
| Q1 | 5.95 |
| median | 22.75 |
| Q3 | 79 |
| 95-th percentile | 367.622 |
| Maximum | 19656.53 |
| Range | 19656.53 |
| Interquartile range (IQR) | 73.05 |
Descriptive statistics
| Standard deviation | 248.11595 |
|---|---|
| Coefficient of variation (CV) | 2.7850823 |
| Kurtosis | 598.19166 |
| Mean | 89.087474 |
| Median Absolute Deviation (MAD) | 20.97 |
| Skewness | 14.961449 |
| Sum | 16821051 |
| Variance | 61561.523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 9655 | 5.1% |
| 1.98 | 3630 | 1.9% |
| 0.89 | 3057 | 1.6% |
| 9.99 | 2927 | 1.6% |
| 15 | 2112 | 1.1% |
| 0.76 | 1837 | 1.0% |
| 10 | 1822 | 1.0% |
| 1.29 | 1787 | 0.9% |
| 1.79 | 1628 | 0.9% |
| 0.99 | 1343 | 0.7% |
| Other values (26739) | 159017 |
| Value | Count | Frequency (%) |
| 0 | 1289 | |
| 0.01 | 546 | |
| 0.02 | 65 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 6 | < 0.1% |
| 0.05 | 31 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 6 | < 0.1% |
| 0.08 | 6 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19656.53 | 1 | |
| 18910 | 1 | |
| 12910.93 | 1 | |
| 11898.09 | 1 | |
| 11789.84 | 1 | |
| 8790.26 | 1 | |
| 7879.42 | 1 | |
| 7766.6 | 1 | |
| 7712.43 | 1 | |
| 7636.3 | 1 |
Class
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 MiB |
| 0 | |
|---|---|
| 1 | 368 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 188815 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 188447 | |
| 1 | 368 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 188447 | |
| 1 | 368 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 188447 | |
| 1 | 368 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 188815 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 188447 | |
| 1 | 368 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 188815 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 188447 | |
| 1 | 368 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 188815 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 188447 | |
| 1 | 368 | 0.2% |
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Time | 1.000 | 0.143 | -0.006 | -0.328 | -0.097 | 0.167 | -0.069 | 0.083 | -0.088 | 0.021 | 0.015 | -0.148 | 0.033 | -0.013 | -0.044 | -0.128 | -0.003 | -0.085 | 0.074 | 0.012 | -0.085 | 0.075 | 0.104 | 0.103 | -0.008 | -0.174 | -0.018 | -0.021 | -0.096 | -0.038 | 0.035 |
| V1 | 0.143 | 1.000 | -0.355 | -0.389 | 0.060 | -0.114 | -0.071 | -0.242 | -0.209 | 0.093 | 0.194 | 0.022 | -0.047 | 0.069 | 0.009 | 0.056 | 0.061 | -0.038 | -0.031 | 0.027 | -0.200 | -0.092 | -0.067 | 0.059 | -0.006 | 0.200 | -0.005 | -0.081 | -0.141 | -0.105 | 0.208 |
| V2 | -0.006 | -0.355 | 1.000 | 0.075 | 0.199 | 0.346 | -0.107 | 0.427 | -0.012 | -0.061 | -0.160 | 0.003 | 0.044 | 0.059 | 0.120 | 0.087 | 0.085 | -0.051 | 0.015 | -0.000 | 0.028 | -0.113 | -0.073 | -0.020 | 0.012 | -0.173 | 0.013 | 0.126 | 0.083 | -0.510 | 0.303 |
| V3 | -0.328 | -0.389 | 0.075 | 1.000 | 0.059 | -0.164 | 0.109 | -0.015 | 0.125 | -0.005 | -0.068 | 0.029 | 0.001 | -0.046 | -0.189 | -0.031 | -0.105 | 0.007 | -0.063 | -0.022 | 0.061 | 0.026 | 0.117 | -0.084 | 0.023 | -0.088 | 0.015 | 0.120 | 0.120 | -0.013 | 0.452 |
| V4 | -0.097 | 0.060 | 0.199 | 0.059 | 1.000 | 0.045 | 0.094 | 0.076 | 0.020 | 0.087 | 0.014 | -0.028 | 0.152 | -0.024 | 0.105 | 0.019 | -0.071 | 0.077 | 0.008 | -0.024 | -0.022 | 0.062 | 0.027 | 0.006 | -0.006 | 0.050 | -0.069 | -0.015 | 0.026 | -0.035 | 0.445 |
| V5 | 0.167 | -0.114 | 0.346 | -0.164 | 0.045 | 1.000 | 0.031 | 0.402 | -0.044 | -0.022 | -0.121 | 0.012 | -0.078 | 0.080 | 0.071 | 0.012 | 0.043 | -0.214 | 0.013 | 0.017 | 0.062 | -0.081 | -0.050 | -0.075 | -0.065 | -0.047 | -0.017 | 0.017 | -0.048 | -0.330 | 0.260 |
| V6 | -0.069 | -0.071 | -0.107 | 0.109 | 0.094 | 0.031 | 1.000 | -0.263 | 0.435 | 0.058 | 0.047 | 0.012 | 0.047 | -0.028 | -0.072 | -0.116 | -0.066 | -0.002 | 0.055 | 0.078 | 0.046 | 0.074 | 0.095 | -0.101 | -0.200 | 0.014 | 0.004 | 0.065 | 0.003 | 0.204 | 0.142 |
| V7 | 0.083 | -0.242 | 0.427 | -0.015 | 0.076 | 0.402 | -0.263 | 1.000 | -0.390 | -0.073 | -0.180 | 0.023 | -0.032 | 0.019 | 0.056 | 0.018 | -0.082 | -0.197 | -0.063 | -0.024 | 0.175 | -0.050 | -0.058 | -0.113 | -0.009 | -0.133 | -0.021 | -0.101 | 0.040 | -0.026 | 0.408 |
| V8 | -0.088 | -0.209 | -0.012 | 0.125 | 0.020 | -0.044 | 0.435 | -0.390 | 1.000 | -0.001 | -0.115 | 0.029 | 0.134 | -0.181 | 0.040 | -0.055 | 0.052 | 0.077 | 0.053 | -0.001 | 0.002 | 0.114 | 0.065 | 0.064 | -0.043 | -0.065 | 0.025 | 0.191 | 0.063 | 0.006 | 0.242 |
| V9 | 0.021 | 0.093 | -0.061 | -0.005 | 0.087 | -0.022 | 0.058 | -0.073 | -0.001 | 1.000 | -0.344 | -0.019 | 0.007 | -0.008 | 0.040 | -0.111 | -0.081 | -0.003 | -0.015 | 0.002 | -0.020 | -0.060 | 0.038 | 0.007 | 0.006 | 0.037 | 0.054 | -0.006 | -0.099 | -0.070 | 0.444 |
| V10 | 0.015 | 0.194 | -0.160 | -0.068 | 0.014 | -0.121 | 0.047 | -0.180 | -0.115 | -0.344 | 1.000 | 0.039 | -0.145 | -0.024 | -0.074 | 0.009 | -0.013 | -0.117 | -0.030 | 0.038 | -0.070 | -0.061 | 0.017 | 0.046 | -0.003 | 0.011 | -0.027 | -0.012 | -0.096 | 0.048 | 0.609 |
| V11 | -0.148 | 0.022 | 0.003 | 0.029 | -0.028 | 0.012 | 0.012 | 0.023 | 0.029 | -0.019 | 0.039 | 1.000 | 0.156 | -0.011 | 0.213 | -0.059 | 0.058 | 0.079 | 0.058 | -0.032 | 0.010 | 0.012 | 0.028 | 0.085 | -0.008 | -0.071 | -0.007 | -0.027 | -0.049 | -0.059 | 0.651 |
| V12 | 0.033 | -0.047 | 0.044 | 0.001 | 0.152 | -0.078 | 0.047 | -0.032 | 0.134 | 0.007 | -0.145 | 0.156 | 1.000 | 0.065 | -0.141 | -0.032 | -0.135 | -0.199 | -0.100 | 0.013 | 0.033 | 0.069 | 0.010 | 0.038 | 0.011 | 0.049 | 0.032 | 0.041 | 0.022 | -0.010 | 0.706 |
| V13 | -0.013 | 0.069 | 0.059 | -0.046 | -0.024 | 0.080 | -0.028 | 0.019 | -0.181 | -0.008 | -0.024 | -0.011 | 0.065 | 1.000 | -0.019 | -0.027 | 0.012 | 0.009 | 0.022 | -0.003 | 0.092 | -0.070 | -0.001 | -0.007 | -0.007 | 0.003 | -0.005 | -0.012 | -0.017 | -0.021 | 0.007 |
| V14 | -0.044 | 0.009 | 0.120 | -0.189 | 0.105 | 0.071 | -0.072 | 0.056 | 0.040 | 0.040 | -0.074 | 0.213 | -0.141 | -0.019 | 1.000 | 0.023 | -0.055 | -0.077 | 0.054 | -0.008 | -0.122 | 0.050 | -0.048 | 0.078 | -0.005 | -0.037 | -0.016 | -0.105 | -0.037 | -0.013 | 0.679 |
| V15 | -0.128 | 0.056 | 0.087 | -0.031 | 0.019 | 0.012 | -0.116 | 0.018 | -0.055 | -0.111 | 0.009 | -0.059 | -0.032 | -0.027 | 0.023 | 1.000 | 0.033 | -0.079 | 0.010 | -0.047 | 0.082 | 0.018 | -0.028 | 0.062 | 0.025 | -0.015 | -0.017 | 0.034 | 0.044 | -0.110 | 0.014 |
| V16 | -0.003 | 0.061 | 0.085 | -0.105 | -0.071 | 0.043 | -0.066 | -0.082 | 0.052 | -0.081 | -0.013 | 0.058 | -0.135 | 0.012 | -0.055 | 0.033 | 1.000 | -0.299 | 0.026 | 0.016 | 0.188 | 0.090 | -0.054 | 0.010 | -0.032 | 0.034 | 0.071 | -0.052 | -0.018 | -0.127 | 0.671 |
| V17 | -0.085 | -0.038 | -0.051 | 0.007 | 0.077 | -0.214 | -0.002 | -0.197 | 0.077 | -0.003 | -0.117 | 0.079 | -0.199 | 0.009 | -0.077 | -0.079 | -0.299 | 1.000 | -0.208 | 0.044 | -0.051 | 0.009 | 0.060 | 0.080 | 0.035 | -0.054 | -0.047 | 0.070 | 0.054 | 0.060 | 0.743 |
| V18 | 0.074 | -0.031 | 0.015 | -0.063 | 0.008 | 0.013 | 0.055 | -0.063 | 0.053 | -0.015 | -0.030 | 0.058 | -0.100 | 0.022 | 0.054 | 0.010 | 0.026 | -0.208 | 1.000 | 0.026 | -0.102 | -0.027 | 0.000 | -0.114 | -0.055 | -0.002 | -0.026 | 0.015 | 0.016 | 0.020 | 0.576 |
| V19 | 0.012 | 0.027 | -0.000 | -0.022 | -0.024 | 0.017 | 0.078 | -0.024 | -0.001 | 0.002 | 0.038 | -0.032 | 0.013 | -0.003 | -0.008 | -0.047 | 0.016 | 0.044 | 0.026 | 1.000 | 0.250 | 0.008 | 0.006 | -0.098 | -0.049 | 0.003 | -0.016 | -0.014 | -0.042 | 0.010 | 0.115 |
| V20 | -0.085 | -0.200 | 0.028 | 0.061 | -0.022 | 0.062 | 0.046 | 0.175 | 0.002 | -0.020 | -0.070 | 0.010 | 0.033 | 0.092 | -0.122 | 0.082 | 0.188 | -0.051 | -0.102 | 0.250 | 1.000 | 0.128 | 0.034 | -0.184 | 0.034 | 0.009 | 0.061 | 0.081 | 0.260 | 0.208 | 0.020 |
| V21 | 0.075 | -0.092 | -0.113 | 0.026 | 0.062 | -0.081 | 0.074 | -0.050 | 0.114 | -0.060 | -0.061 | 0.012 | 0.069 | -0.070 | 0.050 | 0.018 | 0.090 | 0.009 | -0.027 | 0.008 | 0.128 | 1.000 | 0.650 | -0.228 | 0.038 | 0.017 | -0.067 | -0.017 | 0.083 | 0.200 | 0.122 |
| V22 | 0.104 | -0.067 | -0.073 | 0.117 | 0.027 | -0.050 | 0.095 | -0.058 | 0.065 | 0.038 | 0.017 | 0.028 | 0.010 | -0.001 | -0.048 | -0.028 | -0.054 | 0.060 | 0.000 | 0.006 | 0.034 | 0.650 | 1.000 | -0.207 | 0.016 | 0.003 | -0.085 | 0.085 | -0.046 | 0.083 | 0.127 |
| V23 | 0.103 | 0.059 | -0.020 | -0.084 | 0.006 | -0.075 | -0.101 | -0.113 | 0.064 | 0.007 | 0.046 | 0.085 | 0.038 | -0.007 | 0.078 | 0.062 | 0.010 | 0.080 | -0.114 | -0.098 | -0.184 | -0.228 | -0.207 | 1.000 | 0.118 | -0.380 | 0.032 | 0.041 | -0.047 | -0.072 | 0.025 |
| V24 | -0.008 | -0.006 | 0.012 | 0.023 | -0.006 | -0.065 | -0.200 | -0.009 | -0.043 | 0.006 | -0.003 | -0.008 | 0.011 | -0.007 | -0.005 | 0.025 | -0.032 | 0.035 | -0.055 | -0.049 | 0.034 | 0.038 | 0.016 | 0.118 | 1.000 | -0.014 | -0.005 | -0.038 | 0.058 | -0.012 | 0.014 |
| V25 | -0.174 | 0.200 | -0.173 | -0.088 | 0.050 | -0.047 | 0.014 | -0.133 | -0.065 | 0.037 | 0.011 | -0.071 | 0.049 | 0.003 | -0.037 | -0.015 | 0.034 | -0.054 | -0.002 | 0.003 | 0.009 | 0.017 | 0.003 | -0.380 | -0.014 | 1.000 | -0.106 | -0.044 | -0.036 | 0.021 | 0.035 |
| V26 | -0.018 | -0.005 | 0.013 | 0.015 | -0.069 | -0.017 | 0.004 | -0.021 | 0.025 | 0.054 | -0.027 | -0.007 | 0.032 | -0.005 | -0.016 | -0.017 | 0.071 | -0.047 | -0.026 | -0.016 | 0.061 | -0.067 | -0.085 | 0.032 | -0.005 | -0.106 | 1.000 | -0.158 | -0.017 | -0.034 | 0.000 |
| V27 | -0.021 | -0.081 | 0.126 | 0.120 | -0.015 | 0.017 | 0.065 | -0.101 | 0.191 | -0.006 | -0.012 | -0.027 | 0.041 | -0.012 | -0.105 | 0.034 | -0.052 | 0.070 | 0.015 | -0.014 | 0.081 | -0.017 | 0.085 | 0.041 | -0.038 | -0.044 | -0.158 | 1.000 | 0.434 | -0.139 | 0.077 |
| V28 | -0.096 | -0.141 | 0.083 | 0.120 | 0.026 | -0.048 | 0.003 | 0.040 | 0.063 | -0.099 | -0.096 | -0.049 | 0.022 | -0.017 | -0.037 | 0.044 | -0.018 | 0.054 | 0.016 | -0.042 | 0.260 | 0.083 | -0.046 | -0.047 | 0.058 | -0.036 | -0.017 | 0.434 | 1.000 | 0.031 | 0.000 |
| Amount | -0.038 | -0.105 | -0.510 | -0.013 | -0.035 | -0.330 | 0.204 | -0.026 | 0.006 | -0.070 | 0.048 | -0.059 | -0.010 | -0.021 | -0.013 | -0.110 | -0.127 | 0.060 | 0.020 | 0.010 | 0.208 | 0.200 | 0.083 | -0.072 | -0.012 | 0.021 | -0.034 | -0.139 | 0.031 | 1.000 | 0.000 |
| Class | 0.035 | 0.208 | 0.303 | 0.452 | 0.445 | 0.260 | 0.142 | 0.408 | 0.242 | 0.444 | 0.609 | 0.651 | 0.706 | 0.007 | 0.679 | 0.014 | 0.671 | 0.743 | 0.576 | 0.115 | 0.020 | 0.122 | 0.127 | 0.025 | 0.014 | 0.035 | 0.000 | 0.077 | 0.000 | 0.000 | 1.000 |
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | -1.359807 | -0.072781 | 2.536347 | 1.378155 | -0.338321 | 0.462388 | 0.239599 | 0.098698 | 0.363787 | 0.090794 | -0.551600 | -0.617801 | -0.991390 | -0.311169 | 1.468177 | -0.470401 | 0.207971 | 0.025791 | 0.403993 | 0.251412 | -0.018307 | 0.277838 | -0.110474 | 0.066928 | 0.128539 | -0.189115 | 0.133558 | -0.021053 | 149.62 | 0 |
| 1 | 0.0 | 1.191857 | 0.266151 | 0.166480 | 0.448154 | 0.060018 | -0.082361 | -0.078803 | 0.085102 | -0.255425 | -0.166974 | 1.612727 | 1.065235 | 0.489095 | -0.143772 | 0.635558 | 0.463917 | -0.114805 | -0.183361 | -0.145783 | -0.069083 | -0.225775 | -0.638672 | 0.101288 | -0.339846 | 0.167170 | 0.125895 | -0.008983 | 0.014724 | 2.69 | 0 |
| 2 | 1.0 | -1.358354 | -1.340163 | 1.773209 | 0.379780 | -0.503198 | 1.800499 | 0.791461 | 0.247676 | -1.514654 | 0.207643 | 0.624501 | 0.066084 | 0.717293 | -0.165946 | 2.345865 | -2.890083 | 1.109969 | -0.121359 | -2.261857 | 0.524980 | 0.247998 | 0.771679 | 0.909412 | -0.689281 | -0.327642 | -0.139097 | -0.055353 | -0.059752 | 378.66 | 0 |
| 3 | 1.0 | -0.966272 | -0.185226 | 1.792993 | -0.863291 | -0.010309 | 1.247203 | 0.237609 | 0.377436 | -1.387024 | -0.054952 | -0.226487 | 0.178228 | 0.507757 | -0.287924 | -0.631418 | -1.059647 | -0.684093 | 1.965775 | -1.232622 | -0.208038 | -0.108300 | 0.005274 | -0.190321 | -1.175575 | 0.647376 | -0.221929 | 0.062723 | 0.061458 | 123.50 | 0 |
| 4 | 2.0 | -1.158233 | 0.877737 | 1.548718 | 0.403034 | -0.407193 | 0.095921 | 0.592941 | -0.270533 | 0.817739 | 0.753074 | -0.822843 | 0.538196 | 1.345852 | -1.119670 | 0.175121 | -0.451449 | -0.237033 | -0.038195 | 0.803487 | 0.408542 | -0.009431 | 0.798278 | -0.137458 | 0.141267 | -0.206010 | 0.502292 | 0.219422 | 0.215153 | 69.99 | 0 |
| 5 | 2.0 | -0.425966 | 0.960523 | 1.141109 | -0.168252 | 0.420987 | -0.029728 | 0.476201 | 0.260314 | -0.568671 | -0.371407 | 1.341262 | 0.359894 | -0.358091 | -0.137134 | 0.517617 | 0.401726 | -0.058133 | 0.068653 | -0.033194 | 0.084968 | -0.208254 | -0.559825 | -0.026398 | -0.371427 | -0.232794 | 0.105915 | 0.253844 | 0.081080 | 3.67 | 0 |
| 6 | 4.0 | 1.229658 | 0.141004 | 0.045371 | 1.202613 | 0.191881 | 0.272708 | -0.005159 | 0.081213 | 0.464960 | -0.099254 | -1.416907 | -0.153826 | -0.751063 | 0.167372 | 0.050144 | -0.443587 | 0.002821 | -0.611987 | -0.045575 | -0.219633 | -0.167716 | -0.270710 | -0.154104 | -0.780055 | 0.750137 | -0.257237 | 0.034507 | 0.005168 | 4.99 | 0 |
| 7 | 7.0 | -0.644269 | 1.417964 | 1.074380 | -0.492199 | 0.948934 | 0.428118 | 1.120631 | -3.807864 | 0.615375 | 1.249376 | -0.619468 | 0.291474 | 1.757964 | -1.323865 | 0.686133 | -0.076127 | -1.222127 | -0.358222 | 0.324505 | -0.156742 | 1.943465 | -1.015455 | 0.057504 | -0.649709 | -0.415267 | -0.051634 | -1.206921 | -1.085339 | 40.80 | 0 |
| 8 | 7.0 | -0.894286 | 0.286157 | -0.113192 | -0.271526 | 2.669599 | 3.721818 | 0.370145 | 0.851084 | -0.392048 | -0.410430 | -0.705117 | -0.110452 | -0.286254 | 0.074355 | -0.328783 | -0.210077 | -0.499768 | 0.118765 | 0.570328 | 0.052736 | -0.073425 | -0.268092 | -0.204233 | 1.011592 | 0.373205 | -0.384157 | 0.011747 | 0.142404 | 93.20 | 0 |
| 9 | 9.0 | -0.338262 | 1.119593 | 1.044367 | -0.222187 | 0.499361 | -0.246761 | 0.651583 | 0.069539 | -0.736727 | -0.366846 | 1.017614 | 0.836390 | 1.006844 | -0.443523 | 0.150219 | 0.739453 | -0.540980 | 0.476677 | 0.451773 | 0.203711 | -0.246914 | -0.633753 | -0.120794 | -0.385050 | -0.069733 | 0.094199 | 0.246219 | 0.083076 | 3.68 | 0 |
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 188805 | 128139.0 | -0.376023 | 0.585141 | 0.418016 | -1.212501 | 0.643725 | -0.636608 | 0.624703 | -0.181232 | -1.833650 | -0.407312 | -0.353315 | -1.120738 | 0.214913 | -1.344140 | 0.275380 | 0.511466 | 1.765928 | -1.094560 | 1.747037 | 0.355795 | -0.023105 | -0.145353 | -0.365085 | 0.599987 | 0.666637 | -0.002380 | 0.028172 | 0.083666 | 15.00 | 0 |
| 188806 | 128139.0 | -0.811033 | -1.087387 | 0.611279 | -1.851394 | -0.809719 | 0.915023 | 1.037197 | 0.154106 | -1.096316 | -0.303202 | 0.188678 | -0.387245 | -0.239342 | -0.343017 | -1.373780 | 1.237489 | -0.067535 | -0.921188 | 1.200575 | 0.852531 | 0.100718 | -0.427746 | 0.846376 | 0.136075 | -0.414954 | -0.629403 | 0.023448 | 0.179609 | 352.92 | 0 |
| 188807 | 128139.0 | 2.020448 | 0.175254 | -1.585730 | 0.337108 | 0.457560 | -0.643749 | 0.143045 | -0.149131 | 0.094170 | -0.234069 | 1.441841 | 1.344427 | 0.787876 | -0.804081 | -0.601285 | 0.418684 | 0.242759 | 0.023272 | 0.266269 | -0.098018 | -0.291221 | -0.728554 | 0.340842 | 0.692803 | -0.284587 | 0.139808 | -0.060682 | -0.037006 | 1.29 | 0 |
| 188808 | 128140.0 | -1.132397 | 1.046082 | 0.396153 | -2.700357 | 0.708106 | -1.023231 | 1.228086 | -0.205966 | 0.194797 | -0.517818 | 0.593801 | 0.578941 | -0.332504 | 0.172548 | -1.111495 | 0.469406 | -1.189157 | -0.283997 | -0.396938 | -0.113389 | -0.262492 | -0.659686 | -0.161261 | -0.334280 | -0.143118 | 0.279747 | -0.635497 | -0.364390 | 1.00 | 0 |
| 188809 | 128140.0 | 2.042464 | 0.011490 | -1.707244 | 0.454296 | 0.252040 | -0.884800 | 0.076831 | -0.129219 | 0.724021 | -0.344278 | -0.702199 | -0.641399 | -1.532900 | -0.517133 | 0.419914 | 0.305501 | 0.654513 | -0.232004 | -0.046455 | -0.249643 | -0.365714 | -1.037298 | 0.369856 | 0.536326 | -0.342155 | 0.175356 | -0.071272 | -0.032014 | 9.99 | 0 |
| 188810 | 128141.0 | 1.990179 | -2.051569 | -0.922703 | -1.019026 | -1.780899 | -0.712833 | -0.998373 | -0.130755 | -0.412902 | 1.345078 | -1.845312 | -1.433863 | -1.863072 | -0.428684 | -1.867019 | -1.320095 | 1.317194 | -0.579677 | 0.539256 | -0.329950 | -0.463729 | -0.991408 | 0.213969 | -0.025249 | -0.288670 | -0.332928 | -0.016022 | -0.032732 | 155.80 | 0 |
| 188811 | 128141.0 | -3.085801 | 2.933390 | -2.326207 | -0.407785 | -0.898756 | -1.299565 | -0.449165 | 1.358873 | 0.111801 | 0.137715 | 0.639536 | 0.671567 | -0.648513 | 0.351345 | 0.012508 | 0.534949 | 0.878145 | 1.322613 | 0.050066 | -0.190916 | 0.519161 | 1.022397 | -0.036466 | -0.014755 | -0.332964 | -0.238038 | -0.695640 | 0.286942 | 20.29 | 0 |
| 188812 | 128141.0 | -0.515878 | 0.682662 | -0.759884 | -0.971477 | 1.375916 | 1.215332 | 0.347014 | 0.721518 | 0.065185 | -0.016639 | 0.953740 | 0.957176 | -0.285537 | 0.418692 | -0.493433 | -0.813301 | 0.218603 | -1.552954 | -0.828449 | -0.016899 | -0.121251 | -0.012031 | 0.214596 | -0.662222 | -0.846589 | 0.204025 | 0.127207 | -0.141830 | 12.18 | 0 |
| 188813 | 128142.0 | 1.977130 | -0.178290 | -1.275847 | 0.161817 | 0.333174 | 0.363260 | -0.503770 | 0.179989 | 0.686762 | -0.332573 | 0.582252 | 0.772532 | 0.537185 | -1.179059 | 0.038876 | 1.190890 | -0.156885 | 0.725381 | 0.305673 | -0.036932 | -0.314229 | -0.873993 | 0.318720 | -0.317738 | -0.523399 | 0.122007 | -0.023850 | -0.024354 | 25.94 | 0 |
| 188814 | 128142.0 | 2.122164 | -0.140564 | -2.488297 | -0.821202 | 0.468832 | -1.796512 | 0.826258 | -0.545218 | 0.202463 | -0.022348 | 1.071390 | 0.690115 | -0.951205 | 1.178423 | -0.535432 | -0.945381 | -0.063682 | -0.283048 | 0.730718 | -0.250195 | 0.315424 | 1.068671 | -0.174078 | 0.139674 | 0.550299 | 1.053492 | -0.154245 | -0.111177 | 9.75 | 0 |
Most frequently occurring
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 146 | 43153.0 | -2.086016 | 2.203265 | 1.654339 | 2.941050 | -1.683045 | 0.529728 | -1.352162 | 1.793449 | -0.723686 | 0.600365 | -0.982212 | -0.551636 | -1.337000 | 0.834403 | 1.251862 | 0.033455 | 1.067978 | 0.160510 | 0.213087 | 0.079002 | 0.216444 | 0.567241 | -0.035345 | 0.370201 | 0.157378 | 0.440341 | 0.210230 | 0.090558 | 0.76 | 0 | 9 |
| 281 | 68207.0 | -13.192671 | 12.785971 | -9.906650 | 3.320337 | -4.801176 | 5.760059 | -18.750889 | -37.353443 | -0.391540 | -5.052502 | 4.406806 | -4.610756 | -1.909488 | -9.072711 | -0.226074 | -6.211557 | -6.248145 | -3.149247 | 0.051576 | -3.493050 | 27.202839 | -8.887017 | 5.303607 | -0.639435 | 0.263203 | -0.108877 | 1.269566 | 0.939407 | 1.00 | 1 | 6 |
| 250 | 64947.0 | -6.378440 | 3.293830 | 1.730572 | -1.586493 | 0.203319 | 0.213103 | 2.941403 | -3.415646 | 7.938980 | 11.519106 | 3.022639 | -0.778760 | -1.140137 | -5.798989 | 0.405939 | -1.725896 | -2.374682 | -0.528987 | -0.100571 | 2.954298 | -1.610576 | 0.385227 | -0.366595 | 0.479819 | 0.153885 | -0.536129 | -4.795220 | -3.693525 | 5.96 | 0 | 5 |
| 251 | 64947.0 | -6.373391 | 3.301783 | 1.727041 | -1.588447 | 0.185362 | 0.225313 | 2.958156 | -3.419036 | 7.937988 | 11.517065 | 3.023275 | -0.780431 | -1.140067 | -5.800167 | 0.406141 | -1.724479 | -2.375503 | -0.529306 | -0.100230 | 2.947765 | -1.612952 | 0.386673 | -0.365157 | 0.480075 | 0.154530 | -0.535606 | -4.790593 | -3.695480 | 9.99 | 0 | 5 |
| 252 | 64947.0 | -6.370459 | 3.306401 | 1.724991 | -1.589581 | 0.174936 | 0.232403 | 2.967884 | -3.421005 | 7.937413 | 11.515880 | 3.023644 | -0.781401 | -1.140026 | -5.800852 | 0.406259 | -1.723657 | -2.375979 | -0.529492 | -0.100033 | 2.943972 | -1.614332 | 0.387513 | -0.364322 | 0.480224 | 0.154904 | -0.535302 | -4.787907 | -3.696616 | 12.33 | 0 | 5 |
| 253 | 64947.0 | -6.342969 | 3.349697 | 1.705767 | -1.600219 | 0.077178 | 0.298877 | 3.059092 | -3.439462 | 7.932015 | 11.504768 | 3.027109 | -0.790496 | -1.139641 | -5.807267 | 0.407360 | -1.715942 | -2.380449 | -0.531228 | -0.098178 | 2.908407 | -1.627268 | 0.395387 | -0.356491 | 0.481618 | 0.158414 | -0.532454 | -4.762716 | -3.707261 | 34.27 | 0 | 5 |
| 254 | 64947.0 | -6.327870 | 3.373477 | 1.695209 | -1.606061 | 0.023487 | 0.335386 | 3.109186 | -3.449599 | 7.929051 | 11.498665 | 3.029011 | -0.795491 | -1.139430 | -5.810791 | 0.407965 | -1.711705 | -2.382903 | -0.532182 | -0.097159 | 2.888874 | -1.634373 | 0.399711 | -0.352190 | 0.482383 | 0.160342 | -0.530889 | -4.748881 | -3.713108 | 46.32 | 0 | 5 |
| 284 | 68780.0 | -0.248154 | -2.139729 | 1.245894 | 3.312968 | -1.841853 | 0.887020 | -0.194520 | 0.284941 | 0.466974 | 0.159751 | -0.703727 | -0.253218 | -0.951971 | -0.217203 | 0.361802 | 0.591827 | -0.057541 | -0.035584 | -1.766215 | 1.085883 | 0.602693 | 0.405533 | -0.558672 | 0.425426 | -0.060015 | 0.107966 | -0.050019 | 0.153524 | 664.32 | 0 | 5 |
| 285 | 68780.0 | 0.384771 | -1.093859 | 1.613258 | 3.046840 | -1.518739 | 0.769120 | -0.629265 | 0.369976 | 0.505563 | 0.312345 | -0.708421 | -0.266712 | -1.010381 | -0.291375 | 0.320588 | 0.548616 | -0.067254 | -0.102710 | -1.661576 | 0.418698 | 0.404178 | 0.578447 | -0.269908 | 0.408615 | 0.060279 | 0.142908 | 0.011884 | 0.096480 | 336.70 | 0 | 5 |
| 286 | 68780.0 | 0.416937 | -1.040707 | 1.631927 | 3.033315 | -1.502318 | 0.763129 | -0.651360 | 0.374298 | 0.507524 | 0.320100 | -0.708659 | -0.267398 | -1.013349 | -0.295145 | 0.318493 | 0.546420 | -0.067747 | -0.106121 | -1.656259 | 0.384791 | 0.394089 | 0.587234 | -0.255233 | 0.407760 | 0.066392 | 0.144683 | 0.015030 | 0.093581 | 320.05 | 0 | 5 |